diff --git a/DOCKER_SETUP.md b/DOCKER_SETUP.md
index 4ccc741..80579b8 100644
--- a/DOCKER_SETUP.md
+++ b/DOCKER_SETUP.md
@@ -16,20 +16,22 @@ Before proceeding, ensure the following are installed and configured on your sys
 3. **NVIDIA Container Toolkit**
    - Enables Docker to access the GPU resources on the host machine.
    - **Installation Steps:**
-     ```bash
-     # Add the package repositories
+
+    ```bash
+    # Add the package repositories
     distribution=$(. /etc/os-release;echo $ID$VERSION_ID)
     curl -fsSL https://nvidia.github.io/libnvidia-container/gpgkey | sudo gpg --dearmor -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg \
-      && curl -s -L https://nvidia.github.io/libnvidia-container/stable/$distribution/nvidia-container-toolkit.list | \
-      sudo tee /etc/apt/sources.list.d/nvidia-container-toolkit.list
-     
-     # Install the NVIDIA Container Toolkit
-     sudo apt-get update
-     sudo apt-get install -y nvidia-docker2
+    && curl -s -L https://nvidia.github.io/libnvidia-container/stable/$distribution/nvidia-container-toolkit.list | \
+    sudo tee /etc/apt/sources.list.d/nvidia-container-toolkit.list
+
+    # Install the NVIDIA Container Toolkit
+    sudo apt-get update
+    sudo apt-get install -y nvidia-docker2
+
+    # Restart the Docker daemon to apply changes
+    sudo systemctl restart docker
+    ```
      
-     # Restart the Docker daemon to apply changes
-     sudo systemctl restart docker
-     ```
    - **Reference:** [NVIDIA Docker Documentation](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html)
 
 4. **GitHub Repository Clone**